peacock-data-public-datasets-idc-cronscript
/
venv
/lib
/python3.10
/site-packages
/pydantic
/networks.py
"""The networks module contains types for common network-related fields.""" | |
from __future__ import annotations as _annotations | |
import dataclasses as _dataclasses | |
import re | |
from importlib.metadata import version | |
from ipaddress import IPv4Address, IPv4Interface, IPv4Network, IPv6Address, IPv6Interface, IPv6Network | |
from typing import TYPE_CHECKING, Any | |
from pydantic_core import MultiHostUrl, PydanticCustomError, Url, core_schema | |
from typing_extensions import Annotated, Self, TypeAlias | |
from ._internal import _fields, _repr, _schema_generation_shared | |
from ._migration import getattr_migration | |
from .annotated_handlers import GetCoreSchemaHandler | |
from .json_schema import JsonSchemaValue | |
if TYPE_CHECKING: | |
import email_validator | |
NetworkType: TypeAlias = 'str | bytes | int | tuple[str | bytes | int, str | int]' | |
else: | |
email_validator = None | |
__all__ = [ | |
'AnyUrl', | |
'AnyHttpUrl', | |
'FileUrl', | |
'FtpUrl', | |
'HttpUrl', | |
'WebsocketUrl', | |
'AnyWebsocketUrl', | |
'UrlConstraints', | |
'EmailStr', | |
'NameEmail', | |
'IPvAnyAddress', | |
'IPvAnyInterface', | |
'IPvAnyNetwork', | |
'PostgresDsn', | |
'CockroachDsn', | |
'AmqpDsn', | |
'RedisDsn', | |
'MongoDsn', | |
'KafkaDsn', | |
'NatsDsn', | |
'validate_email', | |
'MySQLDsn', | |
'MariaDBDsn', | |
'ClickHouseDsn', | |
] | |
class UrlConstraints(_fields.PydanticMetadata): | |
"""Url constraints. | |
Attributes: | |
max_length: The maximum length of the url. Defaults to `None`. | |
allowed_schemes: The allowed schemes. Defaults to `None`. | |
host_required: Whether the host is required. Defaults to `None`. | |
default_host: The default host. Defaults to `None`. | |
default_port: The default port. Defaults to `None`. | |
default_path: The default path. Defaults to `None`. | |
""" | |
max_length: int | None = None | |
allowed_schemes: list[str] | None = None | |
host_required: bool | None = None | |
default_host: str | None = None | |
default_port: int | None = None | |
default_path: str | None = None | |
def __hash__(self) -> int: | |
return hash( | |
( | |
self.max_length, | |
tuple(self.allowed_schemes) if self.allowed_schemes is not None else None, | |
self.host_required, | |
self.default_host, | |
self.default_port, | |
self.default_path, | |
) | |
) | |
AnyUrl = Url | |
"""Base type for all URLs. | |
* Any scheme allowed | |
* Top-level domain (TLD) not required | |
* Host required | |
Assuming an input URL of `http://samuel:[email protected]:8000/the/path/?query=here#fragment=is;this=bit`, | |
the types export the following properties: | |
- `scheme`: the URL scheme (`http`), always set. | |
- `host`: the URL host (`example.com`), always set. | |
- `username`: optional username if included (`samuel`). | |
- `password`: optional password if included (`pass`). | |
- `port`: optional port (`8000`). | |
- `path`: optional path (`/the/path/`). | |
- `query`: optional URL query (for example, `GET` arguments or "search string", such as `query=here`). | |
- `fragment`: optional fragment (`fragment=is;this=bit`). | |
""" | |
AnyHttpUrl = Annotated[Url, UrlConstraints(allowed_schemes=['http', 'https'])] | |
"""A type that will accept any http or https URL. | |
* TLD not required | |
* Host required | |
""" | |
HttpUrl = Annotated[Url, UrlConstraints(max_length=2083, allowed_schemes=['http', 'https'])] | |
"""A type that will accept any http or https URL. | |
* TLD required | |
* Host required | |
* Max length 2083 | |
```py | |
from pydantic import BaseModel, HttpUrl, ValidationError | |
class MyModel(BaseModel): | |
url: HttpUrl | |
m = MyModel(url='http://www.example.com') # (1)! | |
print(m.url) | |
#> http://www.example.com/ | |
try: | |
MyModel(url='ftp://invalid.url') | |
except ValidationError as e: | |
print(e) | |
''' | |
1 validation error for MyModel | |
url | |
URL scheme should be 'http' or 'https' [type=url_scheme, input_value='ftp://invalid.url', input_type=str] | |
''' | |
try: | |
MyModel(url='not a url') | |
except ValidationError as e: | |
print(e) | |
''' | |
1 validation error for MyModel | |
url | |
Input should be a valid URL, relative URL without a base [type=url_parsing, input_value='not a url', input_type=str] | |
''' | |
``` | |
1. Note: mypy would prefer `m = MyModel(url=HttpUrl('http://www.example.com'))`, but Pydantic will convert the string to an HttpUrl instance anyway. | |
"International domains" (e.g. a URL where the host or TLD includes non-ascii characters) will be encoded via | |
[punycode](https://en.wikipedia.org/wiki/Punycode) (see | |
[this article](https://www.xudongz.com/blog/2017/idn-phishing/) for a good description of why this is important): | |
```py | |
from pydantic import BaseModel, HttpUrl | |
class MyModel(BaseModel): | |
url: HttpUrl | |
m1 = MyModel(url='http://puny£code.com') | |
print(m1.url) | |
#> http://xn--punycode-eja.com/ | |
m2 = MyModel(url='https://www.аррӏе.com/') | |
print(m2.url) | |
#> https://www.xn--80ak6aa92e.com/ | |
m3 = MyModel(url='https://www.example.珠宝/') | |
print(m3.url) | |
#> https://www.example.xn--pbt977c/ | |
``` | |
!!! warning "Underscores in Hostnames" | |
In Pydantic, underscores are allowed in all parts of a domain except the TLD. | |
Technically this might be wrong - in theory the hostname cannot have underscores, but subdomains can. | |
To explain this; consider the following two cases: | |
- `exam_ple.co.uk`: the hostname is `exam_ple`, which should not be allowed since it contains an underscore. | |
- `foo_bar.example.com` the hostname is `example`, which should be allowed since the underscore is in the subdomain. | |
Without having an exhaustive list of TLDs, it would be impossible to differentiate between these two. Therefore | |
underscores are allowed, but you can always do further validation in a validator if desired. | |
Also, Chrome, Firefox, and Safari all currently accept `http://exam_ple.com` as a URL, so we're in good | |
(or at least big) company. | |
""" | |
AnyWebsocketUrl = Annotated[Url, UrlConstraints(allowed_schemes=['ws', 'wss'])] | |
"""A type that will accept any ws or wss URL. | |
* TLD not required | |
* Host required | |
""" | |
WebsocketUrl = Annotated[Url, UrlConstraints(max_length=2083, allowed_schemes=['ws', 'wss'])] | |
"""A type that will accept any ws or wss URL. | |
* TLD required | |
* Host required | |
* Max length 2083 | |
""" | |
FileUrl = Annotated[Url, UrlConstraints(allowed_schemes=['file'])] | |
"""A type that will accept any file URL. | |
* Host not required | |
""" | |
FtpUrl = Annotated[Url, UrlConstraints(allowed_schemes=['ftp'])] | |
"""A type that will accept ftp URL. | |
* TLD not required | |
* Host required | |
""" | |
PostgresDsn = Annotated[ | |
MultiHostUrl, | |
UrlConstraints( | |
host_required=True, | |
allowed_schemes=[ | |
'postgres', | |
'postgresql', | |
'postgresql+asyncpg', | |
'postgresql+pg8000', | |
'postgresql+psycopg', | |
'postgresql+psycopg2', | |
'postgresql+psycopg2cffi', | |
'postgresql+py-postgresql', | |
'postgresql+pygresql', | |
], | |
), | |
] | |
"""A type that will accept any Postgres DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
* Supports multiple hosts | |
If further validation is required, these properties can be used by validators to enforce specific behaviour: | |
```py | |
from pydantic import ( | |
BaseModel, | |
HttpUrl, | |
PostgresDsn, | |
ValidationError, | |
field_validator, | |
) | |
class MyModel(BaseModel): | |
url: HttpUrl | |
m = MyModel(url='http://www.example.com') | |
# the repr() method for a url will display all properties of the url | |
print(repr(m.url)) | |
#> Url('http://www.example.com/') | |
print(m.url.scheme) | |
#> http | |
print(m.url.host) | |
#> www.example.com | |
print(m.url.port) | |
#> 80 | |
class MyDatabaseModel(BaseModel): | |
db: PostgresDsn | |
@field_validator('db') | |
def check_db_name(cls, v): | |
assert v.path and len(v.path) > 1, 'database must be provided' | |
return v | |
m = MyDatabaseModel(db='postgres://user:pass@localhost:5432/foobar') | |
print(m.db) | |
#> postgres://user:pass@localhost:5432/foobar | |
try: | |
MyDatabaseModel(db='postgres://user:pass@localhost:5432') | |
except ValidationError as e: | |
print(e) | |
''' | |
1 validation error for MyDatabaseModel | |
db | |
Assertion failed, database must be provided | |
assert (None) | |
+ where None = MultiHostUrl('postgres://user:pass@localhost:5432').path [type=assertion_error, input_value='postgres://user:pass@localhost:5432', input_type=str] | |
''' | |
``` | |
""" | |
CockroachDsn = Annotated[ | |
Url, | |
UrlConstraints( | |
host_required=True, | |
allowed_schemes=[ | |
'cockroachdb', | |
'cockroachdb+psycopg2', | |
'cockroachdb+asyncpg', | |
], | |
), | |
] | |
"""A type that will accept any Cockroach DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
""" | |
AmqpDsn = Annotated[Url, UrlConstraints(allowed_schemes=['amqp', 'amqps'])] | |
"""A type that will accept any AMQP DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
""" | |
RedisDsn = Annotated[ | |
Url, | |
UrlConstraints(allowed_schemes=['redis', 'rediss'], default_host='localhost', default_port=6379, default_path='/0'), | |
] | |
"""A type that will accept any Redis DSN. | |
* User info required | |
* TLD not required | |
* Host required (e.g., `rediss://:pass@localhost`) | |
""" | |
MongoDsn = Annotated[MultiHostUrl, UrlConstraints(allowed_schemes=['mongodb', 'mongodb+srv'], default_port=27017)] | |
"""A type that will accept any MongoDB DSN. | |
* User info not required | |
* Database name not required | |
* Port not required | |
* User info may be passed without user part (e.g., `mongodb://mongodb0.example.com:27017`). | |
""" | |
KafkaDsn = Annotated[Url, UrlConstraints(allowed_schemes=['kafka'], default_host='localhost', default_port=9092)] | |
"""A type that will accept any Kafka DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
""" | |
NatsDsn = Annotated[ | |
MultiHostUrl, UrlConstraints(allowed_schemes=['nats', 'tls', 'ws'], default_host='localhost', default_port=4222) | |
] | |
"""A type that will accept any NATS DSN. | |
NATS is a connective technology built for the ever increasingly hyper-connected world. | |
It is a single technology that enables applications to securely communicate across | |
any combination of cloud vendors, on-premise, edge, web and mobile, and devices. | |
More: https://nats.io | |
""" | |
MySQLDsn = Annotated[ | |
Url, | |
UrlConstraints( | |
allowed_schemes=[ | |
'mysql', | |
'mysql+mysqlconnector', | |
'mysql+aiomysql', | |
'mysql+asyncmy', | |
'mysql+mysqldb', | |
'mysql+pymysql', | |
'mysql+cymysql', | |
'mysql+pyodbc', | |
], | |
default_port=3306, | |
), | |
] | |
"""A type that will accept any MySQL DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
""" | |
MariaDBDsn = Annotated[ | |
Url, | |
UrlConstraints( | |
allowed_schemes=['mariadb', 'mariadb+mariadbconnector', 'mariadb+pymysql'], | |
default_port=3306, | |
), | |
] | |
"""A type that will accept any MariaDB DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
""" | |
ClickHouseDsn = Annotated[ | |
Url, | |
UrlConstraints( | |
allowed_schemes=['clickhouse+native', 'clickhouse+asynch'], | |
default_host='localhost', | |
default_port=9000, | |
), | |
] | |
"""A type that will accept any ClickHouse DSN. | |
* User info required | |
* TLD not required | |
* Host required | |
""" | |
def import_email_validator() -> None: | |
global email_validator | |
try: | |
import email_validator | |
except ImportError as e: | |
raise ImportError('email-validator is not installed, run `pip install pydantic[email]`') from e | |
if not version('email-validator').partition('.')[0] == '2': | |
raise ImportError('email-validator version >= 2.0 required, run pip install -U email-validator') | |
if TYPE_CHECKING: | |
EmailStr = Annotated[str, ...] | |
else: | |
class EmailStr: | |
""" | |
Info: | |
To use this type, you need to install the optional | |
[`email-validator`](https://github.com/JoshData/python-email-validator) package: | |
```bash | |
pip install email-validator | |
``` | |
Validate email addresses. | |
```py | |
from pydantic import BaseModel, EmailStr | |
class Model(BaseModel): | |
email: EmailStr | |
print(Model(email='[email protected]')) | |
#> email='[email protected]' | |
``` | |
""" # noqa: D212 | |
def __get_pydantic_core_schema__( | |
cls, | |
_source: type[Any], | |
_handler: GetCoreSchemaHandler, | |
) -> core_schema.CoreSchema: | |
import_email_validator() | |
return core_schema.no_info_after_validator_function(cls._validate, core_schema.str_schema()) | |
def __get_pydantic_json_schema__( | |
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler | |
) -> JsonSchemaValue: | |
field_schema = handler(core_schema) | |
field_schema.update(type='string', format='email') | |
return field_schema | |
def _validate(cls, input_value: str, /) -> str: | |
return validate_email(input_value)[1] | |
class NameEmail(_repr.Representation): | |
""" | |
Info: | |
To use this type, you need to install the optional | |
[`email-validator`](https://github.com/JoshData/python-email-validator) package: | |
```bash | |
pip install email-validator | |
``` | |
Validate a name and email address combination, as specified by | |
[RFC 5322](https://datatracker.ietf.org/doc/html/rfc5322#section-3.4). | |
The `NameEmail` has two properties: `name` and `email`. | |
In case the `name` is not provided, it's inferred from the email address. | |
```py | |
from pydantic import BaseModel, NameEmail | |
class User(BaseModel): | |
email: NameEmail | |
user = User(email='Fred Bloggs <[email protected]>') | |
print(user.email) | |
#> Fred Bloggs <[email protected]> | |
print(user.email.name) | |
#> Fred Bloggs | |
user = User(email='[email protected]') | |
print(user.email) | |
#> fred.bloggs <[email protected]> | |
print(user.email.name) | |
#> fred.bloggs | |
``` | |
""" # noqa: D212 | |
__slots__ = 'name', 'email' | |
def __init__(self, name: str, email: str): | |
self.name = name | |
self.email = email | |
def __eq__(self, other: Any) -> bool: | |
return isinstance(other, NameEmail) and (self.name, self.email) == (other.name, other.email) | |
def __get_pydantic_json_schema__( | |
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler | |
) -> JsonSchemaValue: | |
field_schema = handler(core_schema) | |
field_schema.update(type='string', format='name-email') | |
return field_schema | |
def __get_pydantic_core_schema__( | |
cls, | |
_source: type[Any], | |
_handler: GetCoreSchemaHandler, | |
) -> core_schema.CoreSchema: | |
import_email_validator() | |
return core_schema.no_info_after_validator_function( | |
cls._validate, | |
core_schema.json_or_python_schema( | |
json_schema=core_schema.str_schema(), | |
python_schema=core_schema.union_schema( | |
[core_schema.is_instance_schema(cls), core_schema.str_schema()], | |
custom_error_type='name_email_type', | |
custom_error_message='Input is not a valid NameEmail', | |
), | |
serialization=core_schema.to_string_ser_schema(), | |
), | |
) | |
def _validate(cls, input_value: Self | str, /) -> Self: | |
if isinstance(input_value, cls): | |
return input_value | |
else: | |
name, email = validate_email(input_value) | |
return cls(name, email) | |
def __str__(self) -> str: | |
if '@' in self.name: | |
return f'"{self.name}" <{self.email}>' | |
return f'{self.name} <{self.email}>' | |
class IPvAnyAddress: | |
"""Validate an IPv4 or IPv6 address. | |
```py | |
from pydantic import BaseModel | |
from pydantic.networks import IPvAnyAddress | |
class IpModel(BaseModel): | |
ip: IPvAnyAddress | |
print(IpModel(ip='127.0.0.1')) | |
#> ip=IPv4Address('127.0.0.1') | |
try: | |
IpModel(ip='http://www.example.com') | |
except ValueError as e: | |
print(e.errors()) | |
''' | |
[ | |
{ | |
'type': 'ip_any_address', | |
'loc': ('ip',), | |
'msg': 'value is not a valid IPv4 or IPv6 address', | |
'input': 'http://www.example.com', | |
} | |
] | |
''' | |
``` | |
""" | |
__slots__ = () | |
def __new__(cls, value: Any) -> IPv4Address | IPv6Address: | |
"""Validate an IPv4 or IPv6 address.""" | |
try: | |
return IPv4Address(value) | |
except ValueError: | |
pass | |
try: | |
return IPv6Address(value) | |
except ValueError: | |
raise PydanticCustomError('ip_any_address', 'value is not a valid IPv4 or IPv6 address') | |
def __get_pydantic_json_schema__( | |
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler | |
) -> JsonSchemaValue: | |
field_schema = {} | |
field_schema.update(type='string', format='ipvanyaddress') | |
return field_schema | |
def __get_pydantic_core_schema__( | |
cls, | |
_source: type[Any], | |
_handler: GetCoreSchemaHandler, | |
) -> core_schema.CoreSchema: | |
return core_schema.no_info_plain_validator_function( | |
cls._validate, serialization=core_schema.to_string_ser_schema() | |
) | |
def _validate(cls, input_value: Any, /) -> IPv4Address | IPv6Address: | |
return cls(input_value) # type: ignore[return-value] | |
class IPvAnyInterface: | |
"""Validate an IPv4 or IPv6 interface.""" | |
__slots__ = () | |
def __new__(cls, value: NetworkType) -> IPv4Interface | IPv6Interface: | |
"""Validate an IPv4 or IPv6 interface.""" | |
try: | |
return IPv4Interface(value) | |
except ValueError: | |
pass | |
try: | |
return IPv6Interface(value) | |
except ValueError: | |
raise PydanticCustomError('ip_any_interface', 'value is not a valid IPv4 or IPv6 interface') | |
def __get_pydantic_json_schema__( | |
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler | |
) -> JsonSchemaValue: | |
field_schema = {} | |
field_schema.update(type='string', format='ipvanyinterface') | |
return field_schema | |
def __get_pydantic_core_schema__( | |
cls, | |
_source: type[Any], | |
_handler: GetCoreSchemaHandler, | |
) -> core_schema.CoreSchema: | |
return core_schema.no_info_plain_validator_function( | |
cls._validate, serialization=core_schema.to_string_ser_schema() | |
) | |
def _validate(cls, input_value: NetworkType, /) -> IPv4Interface | IPv6Interface: | |
return cls(input_value) # type: ignore[return-value] | |
class IPvAnyNetwork: | |
"""Validate an IPv4 or IPv6 network.""" | |
__slots__ = () | |
def __new__(cls, value: NetworkType) -> IPv4Network | IPv6Network: | |
"""Validate an IPv4 or IPv6 network.""" | |
# Assume IP Network is defined with a default value for `strict` argument. | |
# Define your own class if you want to specify network address check strictness. | |
try: | |
return IPv4Network(value) | |
except ValueError: | |
pass | |
try: | |
return IPv6Network(value) | |
except ValueError: | |
raise PydanticCustomError('ip_any_network', 'value is not a valid IPv4 or IPv6 network') | |
def __get_pydantic_json_schema__( | |
cls, core_schema: core_schema.CoreSchema, handler: _schema_generation_shared.GetJsonSchemaHandler | |
) -> JsonSchemaValue: | |
field_schema = {} | |
field_schema.update(type='string', format='ipvanynetwork') | |
return field_schema | |
def __get_pydantic_core_schema__( | |
cls, | |
_source: type[Any], | |
_handler: GetCoreSchemaHandler, | |
) -> core_schema.CoreSchema: | |
return core_schema.no_info_plain_validator_function( | |
cls._validate, serialization=core_schema.to_string_ser_schema() | |
) | |
def _validate(cls, input_value: NetworkType, /) -> IPv4Network | IPv6Network: | |
return cls(input_value) # type: ignore[return-value] | |
def _build_pretty_email_regex() -> re.Pattern[str]: | |
name_chars = r'[\w!#$%&\'*+\-/=?^_`{|}~]' | |
unquoted_name_group = rf'((?:{name_chars}+\s+)*{name_chars}+)' | |
quoted_name_group = r'"((?:[^"]|\")+)"' | |
email_group = r'<\s*(.+)\s*>' | |
return re.compile(rf'\s*(?:{unquoted_name_group}|{quoted_name_group})?\s*{email_group}\s*') | |
pretty_email_regex = _build_pretty_email_regex() | |
MAX_EMAIL_LENGTH = 2048 | |
"""Maximum length for an email. | |
A somewhat arbitrary but very generous number compared to what is allowed by most implementations. | |
""" | |
def validate_email(value: str) -> tuple[str, str]: | |
"""Email address validation using [email-validator](https://pypi.org/project/email-validator/). | |
Note: | |
Note that: | |
* Raw IP address (literal) domain parts are not allowed. | |
* `"John Doe <[email protected]>"` style "pretty" email addresses are processed. | |
* Spaces are striped from the beginning and end of addresses, but no error is raised. | |
""" | |
if email_validator is None: | |
import_email_validator() | |
if len(value) > MAX_EMAIL_LENGTH: | |
raise PydanticCustomError( | |
'value_error', | |
'value is not a valid email address: {reason}', | |
{'reason': f'Length must not exceed {MAX_EMAIL_LENGTH} characters'}, | |
) | |
m = pretty_email_regex.fullmatch(value) | |
name: str | None = None | |
if m: | |
unquoted_name, quoted_name, value = m.groups() | |
name = unquoted_name or quoted_name | |
email = value.strip() | |
try: | |
parts = email_validator.validate_email(email, check_deliverability=False) | |
except email_validator.EmailNotValidError as e: | |
raise PydanticCustomError( | |
'value_error', 'value is not a valid email address: {reason}', {'reason': str(e.args[0])} | |
) from e | |
email = parts.normalized | |
assert email is not None | |
name = name or parts.local_part | |
return name, email | |
__getattr__ = getattr_migration(__name__) | |